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Artificial Intelligence Applications and Innovations AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB Halkidiki, Greece, September 27-30, 2012, Part II |
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Conference papers
Predicting Personality Traits from Spontaneous Modern Greek Text: Overcoming the Barriers
Abstract : The present work aims at identifying relations between the morphosyntactic and semantic properties of an author’s writings and his/her personality traits. Machine learning schemata are used to classify an author according to the values of the Big Five traits, or predict their numerical value. Unlike related work, the current approach focuses on Modern Greek text, and makes use of limited data and resources, available at its disposal. Meta-learning and synthetic oversampling help overcome the small dataset and its imbalanced class distribution.
Cited literature [19 references]
https://hal.archives-ouvertes.fr/hal-01523090
Contributor : Hal Ifip <>
Submitted on : Tuesday, May 16, 2017 - 9:17:28 AM
Last modification on : Thursday, March 5, 2020 - 5:41:48 PM
Long-term archiving on: : Friday, August 18, 2017 - 12:50:29 AM
Contributor : Hal Ifip <>
Submitted on : Tuesday, May 16, 2017 - 9:17:28 AM
Last modification on : Thursday, March 5, 2020 - 5:41:48 PM
Long-term archiving on: : Friday, August 18, 2017 - 12:50:29 AM
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